APA (7th ed.) Citation

Samy, H., Bahaa-Eldin, A. M., Sobh, M. A., & Taha, A. (2026). Optimized CatBoost machine learning (OCML) for DDoS detection in cloud virtual machines with time-series and adversarial robustness. Scientific Reports, 16(1), 1. https://doi.org/10.1038/s41598-025-33851-5

Chicago Style (17th ed.) Citation

Samy, Hadeer, Ayman M. Bahaa-Eldin, Mohamed A. Sobh, and Ayman Taha. "Optimized CatBoost Machine Learning (OCML) for DDoS Detection in Cloud Virtual Machines with Time-series and Adversarial Robustness." Scientific Reports 16, no. 1 (2026): 1. https://doi.org/10.1038/s41598-025-33851-5.

MLA (9th ed.) Citation

Samy, Hadeer, et al. "Optimized CatBoost Machine Learning (OCML) for DDoS Detection in Cloud Virtual Machines with Time-series and Adversarial Robustness." Scientific Reports, vol. 16, no. 1, 2026, p. 1, https://doi.org/10.1038/s41598-025-33851-5.